GPT-5.1's reversion from 'Implement' to 'Place' suggests one of three possibilities: (1) the consolidation system has a stochastic element that sometimes selects an earlier goal phrasing, (2) 'Implement' was aspirational and GPT-5.1 recognized that 'Place' better describes the actual next step, (3) the six prior consolidations were not incremental but iterative — each new consolidation overwrites rather than builds upon the previous one — if interpretation (3) is correct, the seventh consolidation provides no more retrieval value than the first, and the 7-consolidation cascade represents ~14 minutes of context-window consumption with no cumulative benefit.